Publications

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2019
Fatermans, J., A J. den Dekker, C. M. O'Leary, P. D. Nellist, and S. Van Aert, "Atom column detection from STEM images using the maximum a posteriori probability rule", MC 2019, Berlin, Germany, 2019.
Fatermans, J., A J. den Dekker, and S. Van Aert, "Atom detection from electron microscopy images", RBSM 2019, Louvain-la-Neuve, Belgium, pp. 15, 2019.
Fatermans, J., S. Van Aert, and A J. den Dekker, "The maximum a posteriori probability rule for atom column detection from HAADF STEM images", Ultramicroscopy, vol. 201, pp. 81-91, 2019.
Van Aert, S., A. De wael, J. Fatermans, I. Lobato, A. De Backer, L. Jones, A J. den Dekker, and P. D. Nellist, "Quantifying 3D atomic structures of nanomaterials and their dynamics using model-based scanning transmission electron microscopy", Spring Meeting of the EMRS, Nice, France, 2019.
Fatermans, J., "Quantitative atom detection from atomic-resolution transmission electron microscopy images", Department of Physics, vol. Doctor of Science/Physics, 2019. PDF icon Download thesis (29.73 MB)
Van Aert, S., A. De wael, J. Fatermans, I. Lobato, A. De Backer, L. Jones, A J. den Dekker, and P. D. Nellist, "Strategies for quantifying 3D atomic structures of nanomaterials and their dynamics using dose-efficient ADF STEM", PICO2019, Vaalsbroek, The Netherlands, 2019.
2018
Fatermans, J., A J. den Dekker, K. Müller-Caspary, I. Lobato, and S. Van Aert, "Bayesian analysis of noisy scanning transmission electron microscopy images for single atom detection", SCANDEM 2018, Technical University of Denmark, Kgs. Lyngby, Denmark, pp. 95, 2018.
Van Aert, S., J. Fatermans, A. De Backer, K.. H. W. van den Bos, C. M. O'Leary, K. Müller-Caspary, L. Jones, I. Lobato, A. Béché, A J. den Dekker, et al., "Maximising dose efficiency in quantitative STEM to reveal the 3D atomic structure of nanomaterials", IMC19, Sydney, Australia, 2018.
Fatermans, J., A J. den Dekker, K. Müller-Caspary, I. Lobato, and S. Van Aert, "The maximum a posteriori probability rule to detect single atoms from low signal-to-noise ratio scanning transmission electron microscopy images", IMC19, Sydney, Australia, 2018.
Fatermans, J., A J. den Dekker, K.. Müller-Caspary, I. Lobato, C.. M. O'Leary, P. D. Nellist, and S. Van Aert, "Single Atom Detection from Low Contrast-to-Noise Ratio Electron Microscopy Images", Phys. Rev. Lett., vol. 121, pp. 056101, Jul, 2018.
2017
Fatermans, J., K. Müller-Caspary, A J. den Dekker, and S. Van Aert, "Detection of atomic columns from noisy STEM images", Microscopy Conference 2017 (MC 2017), Lausanne, Switzerland, pp. 445-446, 2017.
2016
Fatermans, J., S. Van Aert, and A J. den Dekker, "Bayesian model-order selection in electron microscopy to detect atomic columns in noisy images", RBSM 2016, Brussels, Belgium, pp. 53, 2016.